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Numerical Analysis of the Impact of the Use of Personal Protective Equipment on the Face in the Process of Pollutants Spreading Emitted During Breathing Cover

Numerical Analysis of the Impact of the Use of Personal Protective Equipment on the Face in the Process of Pollutants Spreading Emitted During Breathing

Open Access
|Apr 2023

Figures & Tables

Figure 1.

Example of geometry showing the torso and head of a human with the fabric mask
Example of geometry showing the torso and head of a human with the fabric mask

Figure 2.

Examples of Personal Protective Equipment used in research, A – full face shield, B – small face shield, C – material mask, D- no PPE
Examples of Personal Protective Equipment used in research, A – full face shield, B – small face shield, C – material mask, D- no PPE

Figure 3.

Refined computational mesh on the cross-section of the numerical model. Geometry with a small face shield
Refined computational mesh on the cross-section of the numerical model. Geometry with a small face shield

Figure 4.

Refined computational mesh on the cross-section of the numerical model. Geometry with a fabric mask
Refined computational mesh on the cross-section of the numerical model. Geometry with a fabric mask

Figure 5.

Computing domain with marked location of the top surface
Computing domain with marked location of the top surface

Figure 6.

Graph of CO2 concentration changes in time on the upper surface of the computational domain for 4 different numerical mesh for two breathing periods at pseudo-steady state
Graph of CO2 concentration changes in time on the upper surface of the computational domain for 4 different numerical mesh for two breathing periods at pseudo-steady state

Figure 7.

Graph of average CO2 concentration at the top surface as a function of a number of mesh cells
Graph of average CO2 concentration at the top surface as a function of a number of mesh cells

Figure 8.

Example of CO2 concentration changes in time at the surface of the nostrils, during breathing, as it is described by developed UDF
Example of CO2 concentration changes in time at the surface of the nostrils, during breathing, as it is described by developed UDF

Figure 9.

Characteristic time points in the breathing cycle used in results analysis
Characteristic time points in the breathing cycle used in results analysis

Figure 10.

Location of section plane for results visualization
Location of section plane for results visualization

Figure 11.

Contours of CO2 concentration in the numerical domain during inhalation for the 21st breathing cycle
Contours of CO2 concentration in the numerical domain during inhalation for the 21st breathing cycle

Figure 12.

Contours of CO2 concentration in the numerical domain during exhalation
Contours of CO2 concentration in the numerical domain during exhalation

Figure 13.

Pathlines coloured with CO2 concentration in the numerical domain during exhalation
Pathlines coloured with CO2 concentration in the numerical domain during exhalation

Figure 14.

Contours of CO2 concentration in the numerical domain during the pause between exhalation and inhalation
Contours of CO2 concentration in the numerical domain during the pause between exhalation and inhalation

Figure 15.

Contours of temperature (K) and velocity (m/s) on the example of models without any PPE and with a face shield located 40 mm from the face, during the pause between exhalation and inhalation
Contours of temperature (K) and velocity (m/s) on the example of models without any PPE and with a face shield located 40 mm from the face, during the pause between exhalation and inhalation

Figure 16.

Time-varying CO2 concentration monitored on the surface of the nostrils
Time-varying CO2 concentration monitored on the surface of the nostrils

Figure 17.

Distributions of CO2 concentration ranges during the inhalation phase
Distributions of CO2 concentration ranges during the inhalation phase

List of boundary conditions with specifications

Element:Type of boundary conditionsConditions related to the conservation of momentumThermal conditions
NostrilsMass-flow inletMass flux defined by the userTemperature defined by the user, T = 307 K
Face shield surfaceWallStandard fixed wallsZero heat flux
Fabric maskPorous JumpPorous materialThickness: 0.5 mmFace permeability: 9.8−10 m2Zero heat flux
Body surfaceWallStandard fixed wallsHeat flux 40 W/m2
The outer surface of the numerical domainPressure-outletStandard conditionsT = 293 K

Grid parameters used for grid independence study

Mesh:1.11.21.31.4
Element Size [mm]:2015.411.58.8
Sizing [mm]:53.82.92.2
Number of elements:887 9321 643 6752 886 4985 251 038

List of parameters describing the quality of meshes

ModelNumber of elementsAverage skewnessAverage orthogonal quality
Reference model without PPE2 485 0960.1810.817
Model with shield covering nose and mouth2 637 9070.1830.814
Model with face shield, 15 mm far from face2 779 9520.1850.812
Model with face shield, 40 mm far from face2 811 0420.1860.811
Model with a fabric mask907 9440 (skewness parameter is not applicable for polyhedral mashes)0.96526

Results of the mesh independence study

MeshNumber of cells, MillionsMesh refinement ratioSolution, ppmObserved discretisation orderGCI
1.10.888-725.5--
1.21.6440.81750.0-0.123
1.32.8860.83767.71.630.086
1.45.2510.82784.0-0.077
DOI: https://doi.org/10.2478/acee-2023-0009 | Journal eISSN: 2720-6947 | Journal ISSN: 1899-0142
Language: English
Page range: 113 - 130
Submitted on: Nov 10, 2022
Accepted on: Feb 27, 2023
Published on: Apr 24, 2023
Published by: Silesian University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2023 Anna Bulińska, Stanisław Kocik, Zbigniew Buliński, published by Silesian University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.